| base_model: mochi-1-preview | |
| library_name: diffusers | |
| license: apache-2.0 | |
| tags: | |
| - text-to-video | |
| - diffusers-training | |
| - diffusers | |
| - lora | |
| - replicate | |
| - mochi-1-preview | |
| <!-- This model card has been generated automatically according to the information the training script had access to. You | |
| should probably proofread and complete it, then remove this comment. --> | |
| # Mochi-1 Preview LoRA Finetune | |
| This is a LoRA fine-tune of the Mochi-1 preview model. The model was trained using custom training data. | |
| ## Usage | |
| ```python | |
| from diffusers import MochiPipeline | |
| from diffusers.utils import export_to_video | |
| import torch | |
| pipe = MochiPipeline.from_pretrained("genmo/mochi-1-preview") | |
| pipe.load_lora_weights("deepfates/mochi-lora-apt") | |
| pipe.enable_model_cpu_offload() | |
| video = pipe( | |
| prompt="your prompt here", | |
| guidance_scale=6.0, | |
| num_inference_steps=64, | |
| height=480, | |
| width=848, | |
| max_sequence_length=256, | |
| ).frames[0] | |
| export_to_video(video, "output.mp4", fps=30) | |
| ``` | |
| ## Training details | |
| Trained on Replicate using: [lucataco/mochi-1-lora-trainer](https://replicate.com/lucataco/mochi-1-lora-trainer) | |
| ## Intended uses & limitations | |
| #### How to use | |
| ```python | |
| # TODO: add an example code snippet for running this diffusion pipeline | |
| ``` | |
| #### Limitations and bias | |
| [TODO: provide examples of latent issues and potential remediations] | |
| ## Training details | |
| [TODO: describe the data used to train the model] |